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GARCH

GARCH is an econometric model for the time-varying volatility of financial time series, introduced by Tim Bollerslev in 1986 as a generalisation of Engle's ARCH model. It treats the conditional variance as a function of past squared shocks and past variances, capturing the volatility clustering seen in returns.

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Generalized Autoregressive Conditional Heteroskedasticity

Rekod kaedah taksonomik · regression-model / econometrics

Bollerslev, T. (1986). Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307-327. · DOI 10.1016/0304-4076(86)90063-1

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Same method familyARIMAmachine-suggested · Relational suggestion, not evidence.Same method familyDCC-GARCHmachine-suggested · Relational suggestion, not evidence.Same method familyEGARCHmachine-suggested · Relational suggestion, not evidence.Same method familyExponential Smoothingmachine-suggested · Relational suggestion, not evidence.Same method familyGJR-GARCHmachine-suggested · Relational suggestion, not evidence.